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Št. zadetkov: 2
Enhanced product defect forecasting using partitioned attributes and ensemble machine learning
Y. Y. Sun
Izvirni znanstveni članek
Oznake: inteligentna proizvodnja;procesna industrija;napovedovanje napak;analiza procesov;strojno učenje;intelligent manufacturing;process industry;industrial data mining;defect prediction;C5.0 decision tree algorithms;random forest;process-oriented analytics;machine learning;
This study addresses a critical challenge in industrial big data analytics for smart manufacturing: conventional machine learning methods often fail to account for data discontinuities caused by scrapped defective intermediates in multi-stage production processes, inadvertently treating non-conformi ...
Leto: 2025 Vir: Digitalna knjižnica Univerze v Mariboru (DKUM)
Integrated optimization of line planning and timetabling on high-speed railway network considering cross-line operation
R. X. Wang, L. Nie, W. Fang, H. Q. Ren, Y. Y. Tan
Izvirni znanstveni članek
Oznake: železniško omrežje;optimizacija;planiranje želežniških tirov;railway network;optimization;train line planning;timetable scheduling;cross-line operation;passenger demand;origin-destination direct service frequency;genetic algorithm;
With the implementation of cross-line operation in high-speed railway system, accessibility of cross-line passengers on the railway network has substantially improved. However, due to limitations of capacity, it is hard to schedule a conflict-free timetable based on a train line plan with many cross ...
Leto: 2024 Vir: Digitalna knjižnica Univerze v Mariboru (DKUM)
Št. zadetkov: 2
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